Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 2630 |
| Missing cells | 962 |
| Missing cells (%) | 1.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 431.6 KiB |
| Average record size in memory | 168.0 B |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 11 |
Age is highly correlated with WorkExperience | High correlation |
WorkExperience is highly correlated with Age and 2 other fields | High correlation |
LastPromotion is highly correlated with CurrentProfile | High correlation |
CurrentProfile is highly correlated with WorkExperience and 1 other fields | High correlation |
MonthlyIncome is highly correlated with WorkExperience | High correlation |
Age is highly correlated with WorkExperience | High correlation |
WorkExperience is highly correlated with Age and 1 other fields | High correlation |
LastPromotion is highly correlated with CurrentProfile | High correlation |
CurrentProfile is highly correlated with LastPromotion | High correlation |
MonthlyIncome is highly correlated with WorkExperience | High correlation |
Age is highly correlated with WorkExperience | High correlation |
WorkExperience is highly correlated with Age and 1 other fields | High correlation |
MonthlyIncome is highly correlated with WorkExperience | High correlation |
Department is highly correlated with EducationField | High correlation |
EducationField is highly correlated with Department | High correlation |
Age is highly correlated with Designation and 2 other fields | High correlation |
Department is highly correlated with EducationField | High correlation |
EducationField is highly correlated with Department | High correlation |
Designation is highly correlated with Age and 3 other fields | High correlation |
WorkExperience is highly correlated with Age and 4 other fields | High correlation |
LastPromotion is highly correlated with WorkExperience and 1 other fields | High correlation |
CurrentProfile is highly correlated with Designation and 2 other fields | High correlation |
MonthlyIncome is highly correlated with Age and 2 other fields | High correlation |
Age has 142 (5.4%) missing values | Missing |
Department has 58 (2.2%) missing values | Missing |
HomeToWork has 126 (4.8%) missing values | Missing |
Gender has 30 (1.1%) missing values | Missing |
HourlnWeek has 136 (5.2%) missing values | Missing |
Designation has 30 (1.1%) missing values | Missing |
SalaryHikelastYear has 94 (3.6%) missing values | Missing |
WorkExperience has 122 (4.6%) missing values | Missing |
LastPromotion has 57 (2.2%) missing values | Missing |
CurrentProfile has 134 (5.1%) missing values | Missing |
MonthlyIncome has 33 (1.3%) missing values | Missing |
EmployeeID is uniformly distributed | Uniform |
EmployeeID has unique values | Unique |
NumCompaniesWorked has 191 (7.3%) zeros | Zeros |
LastPromotion has 575 (21.9%) zeros | Zeros |
CurrentProfile has 264 (10.0%) zeros | Zeros |
Reproduction
| Analysis started | 2022-06-17 19:22:49.332366 |
|---|---|
| Analysis finished | 2022-06-17 19:23:14.970035 |
| Duration | 25.64 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 2630 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6111315.5 |
| Minimum | 6110001 |
|---|---|
| Maximum | 6112630 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.7 KiB |
Quantile statistics
| Minimum | 6110001 |
|---|---|
| 5-th percentile | 6110132.45 |
| Q1 | 6110658.25 |
| median | 6111315.5 |
| Q3 | 6111972.75 |
| 95-th percentile | 6112498.55 |
| Maximum | 6112630 |
| Range | 2629 |
| Interquartile range (IQR) | 1314.5 |
Descriptive statistics
| Standard deviation | 759.3599278 |
|---|---|
| Coefficient of variation (CV) | 0.0001242547415 |
| Kurtosis | -1.2 |
| Mean | 6111315.5 |
| Median Absolute Deviation (MAD) | 657.5 |
| Skewness | 0 |
| Sum | 1.607275976 × 1010 |
| Variance | 576627.5 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 6111232 | 1 | < 0.1% |
| 6110024 | 1 | < 0.1% |
| 6110026 | 1 | < 0.1% |
| 6112075 | 1 | < 0.1% |
| 6110028 | 1 | < 0.1% |
| 6112077 | 1 | < 0.1% |
| 6110030 | 1 | < 0.1% |
| 6112079 | 1 | < 0.1% |
| 6110032 | 1 | < 0.1% |
| 6112081 | 1 | < 0.1% |
| Other values (2620) | 2620 |
| Value | Count | Frequency (%) |
| 6110001 | 1 | |
| 6110002 | 1 | |
| 6110003 | 1 | |
| 6110004 | 1 | |
| 6110005 | 1 | |
| 6110006 | 1 | |
| 6110007 | 1 | |
| 6110008 | 1 | |
| 6110009 | 1 | |
| 6110010 | 1 |
| Value | Count | Frequency (%) |
| 6112630 | 1 | |
| 6112629 | 1 | |
| 6112628 | 1 | |
| 6112627 | 1 | |
| 6112626 | 1 | |
| 6112625 | 1 | |
| 6112624 | 1 | |
| 6112623 | 1 | |
| 6112622 | 1 | |
| 6112621 | 1 |
| Distinct | 44 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 142 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.42564309 |
| Minimum | 18 |
|---|---|
| Maximum | 61 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.7 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 24 |
| Q1 | 31 |
| median | 36 |
| Q3 | 44 |
| 95-th percentile | 55 |
| Maximum | 61 |
| Range | 43 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 9.357662099 |
|---|---|
| Coefficient of variation (CV) | 0.250033435 |
| Kurtosis | -0.491859837 |
| Mean | 37.42564309 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.3618880296 |
| Sum | 93115 |
| Variance | 87.56583996 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 34 | 124 | 4.7% |
| 35 | 123 | 4.7% |
| 36 | 119 | 4.5% |
| 31 | 114 | 4.3% |
| 30 | 112 | 4.3% |
| 32 | 110 | 4.2% |
| 33 | 98 | 3.7% |
| 29 | 94 | 3.6% |
| 37 | 88 | 3.3% |
| 41 | 85 | 3.2% |
| Other values (34) | 1421 | |
| (Missing) | 142 | 5.4% |
| Value | Count | Frequency (%) |
| 18 | 10 | 0.4% |
| 19 | 25 | 1.0% |
| 20 | 16 | 0.6% |
| 21 | 21 | 0.8% |
| 22 | 27 | 1.0% |
| 23 | 24 | 0.9% |
| 24 | 40 | |
| 25 | 43 | |
| 26 | 57 | |
| 27 | 71 |
| Value | Count | Frequency (%) |
| 61 | 3 | 0.1% |
| 60 | 8 | 0.3% |
| 59 | 22 | |
| 58 | 23 | |
| 57 | 13 | 0.5% |
| 56 | 33 | |
| 55 | 32 | |
| 54 | 36 | |
| 53 | 37 | |
| 52 | 31 |
TravelProfile
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.7 KiB |
| Rarely | |
|---|---|
| Yes | |
| No |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.017870722 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | No |
|---|---|
| 2nd row | Rarely |
| 3rd row | Rarely |
| 4th row | Rarely |
| 5th row | Rarely |
Common Values
| Value | Count | Frequency (%) |
| Rarely | 1852 | |
| Yes | 529 | 20.1% |
| No | 249 | 9.5% |
Length
Pie chart
| Value | Count | Frequency (%) |
| rarely | 1852 | |
| yes | 529 | 20.1% |
| no | 249 | 9.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 58 |
| Missing (%) | 2.2% |
| Memory size | 20.7 KiB |
| Analytics | |
|---|---|
| Sales | |
| Marketing | 105 |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 7.768273717 |
| Min length | 5 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Analytics |
|---|---|
| 2nd row | Analytics |
| 3rd row | Sales |
| 4th row | Analytics |
| 5th row | Analytics |
Common Values
| Value | Count | Frequency (%) |
| Analytics | 1675 | |
| Sales | 792 | |
| Marketing | 105 | 4.0% |
| (Missing) | 58 | 2.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| analytics | 1675 | |
| sales | 792 | |
| marketing | 105 | 4.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 35 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 126 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.42811502 |
| Minimum | 1 |
|---|---|
| Maximum | 123 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 9 |
| Q3 | 17 |
| 95-th percentile | 28 |
| Maximum | 123 |
| Range | 122 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 8.84832599 |
|---|---|
| Coefficient of variation (CV) | 0.7742594451 |
| Kurtosis | 9.330962804 |
| Mean | 11.42811502 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 1.539657841 |
| Sum | 28616 |
| Variance | 78.29287283 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 315 | 12.0% |
| 5 | 217 | 8.3% |
| 10 | 165 | 6.3% |
| 1 | 152 | 5.8% |
| 11 | 137 | 5.2% |
| 6 | 125 | 4.8% |
| 8 | 123 | 4.7% |
| 4 | 116 | 4.4% |
| 9 | 113 | 4.3% |
| 7 | 103 | 3.9% |
| Other values (25) | 938 | |
| (Missing) | 126 | 4.8% |
| Value | Count | Frequency (%) |
| 1 | 152 | |
| 2 | 28 | 1.1% |
| 3 | 315 | |
| 4 | 116 | 4.4% |
| 5 | 217 | |
| 6 | 125 | 4.8% |
| 7 | 103 | 3.9% |
| 8 | 123 | 4.7% |
| 9 | 113 | 4.3% |
| 10 | 165 |
| Value | Count | Frequency (%) |
| 123 | 1 | < 0.1% |
| 36 | 1 | < 0.1% |
| 34 | 2 | 0.1% |
| 32 | 24 | 0.9% |
| 31 | 18 | 0.7% |
| 30 | 42 | |
| 29 | 36 | |
| 28 | 31 | |
| 27 | 52 | |
| 26 | 64 |
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.7 KiB |
| Statistics | |
|---|---|
| CA | |
| Marketing Diploma | |
| Engineer | |
| Other |
Length
| Max length | 17 |
|---|---|
| Median length | 10 |
| Mean length | 7.601520913 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | CA |
|---|---|
| 2nd row | Statistics |
| 3rd row | CA |
| 4th row | Statistics |
| 5th row | CA |
Common Values
| Value | Count | Frequency (%) |
| Statistics | 1040 | |
| CA | 857 | |
| Marketing Diploma | 291 | 11.1% |
| Engineer | 263 | 10.0% |
| Other | 145 | 5.5% |
| MBA | 34 | 1.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| statistics | 1040 | |
| ca | 857 | |
| marketing | 291 | 10.0% |
| diploma | 291 | 10.0% |
| engineer | 263 | 9.0% |
| other | 145 | 5.0% |
| mba | 34 | 1.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 30 |
| Missing (%) | 1.1% |
| Memory size | 20.7 KiB |
| Male | |
|---|---|
| Female | |
| F |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.127692308 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Male |
|---|---|
| 2nd row | Female |
| 3rd row | Female |
| 4th row | Female |
| 5th row | Male |
Common Values
| Value | Count | Frequency (%) |
| Male | 1574 | |
| Female | 682 | |
| F | 344 | 13.1% |
| (Missing) | 30 | 1.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| male | 1574 | |
| female | 682 | |
| f | 344 | 13.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 61 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 136 |
| Missing (%) | 5.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.86327185 |
| Minimum | 12 |
|---|---|
| Maximum | 110 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.7 KiB |
Quantile statistics
| Minimum | 12 |
|---|---|
| 5-th percentile | 34 |
| Q1 | 49 |
| median | 59 |
| Q3 | 67 |
| 95-th percentile | 79 |
| Maximum | 110 |
| Range | 98 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 13.23450703 |
|---|---|
| Coefficient of variation (CV) | 0.2287203369 |
| Kurtosis | -0.4597890926 |
| Mean | 57.86327185 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | -0.1798546976 |
| Sum | 144311 |
| Variance | 175.1521764 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 54 | 86 | 3.3% |
| 66 | 83 | 3.2% |
| 62 | 82 | 3.1% |
| 56 | 82 | 3.1% |
| 68 | 82 | 3.1% |
| 59 | 80 | 3.0% |
| 64 | 80 | 3.0% |
| 57 | 71 | 2.7% |
| 61 | 71 | 2.7% |
| 53 | 66 | 2.5% |
| Other values (51) | 1711 | |
| (Missing) | 136 | 5.2% |
| Value | Count | Frequency (%) |
| 12 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 30 | 19 | |
| 31 | 17 | 0.6% |
| 32 | 45 | |
| 33 | 27 | |
| 34 | 24 | |
| 35 | 31 |
| Value | Count | Frequency (%) |
| 110 | 1 | < 0.1% |
| 101 | 2 | 0.1% |
| 99 | 1 | < 0.1% |
| 87 | 1 | < 0.1% |
| 82 | 34 | |
| 81 | 19 | 0.7% |
| 80 | 57 | |
| 79 | 43 | |
| 78 | 26 | |
| 77 | 32 |
Involvement
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.7 KiB |
| 3 | |
|---|---|
| 4 | |
| 1 | |
| 5 | |
| 2 | 60 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 1 |
| 3rd row | 3 |
| 4th row | 5 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 1510 | |
| 4 | 698 | |
| 1 | 183 | 7.0% |
| 5 | 179 | 6.8% |
| 2 | 60 | 2.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 3 | 1510 | |
| 4 | 698 | |
| 1 | 183 | 7.0% |
| 5 | 179 | 6.8% |
| 2 | 60 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
WorkLifeBalance
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.7 KiB |
| 4 | |
|---|---|
| 5 | |
| 3 | |
| 1 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 2 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 575 | |
| 5 | 553 | |
| 3 | 504 | |
| 1 | 501 | |
| 2 | 497 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 4 | 575 | |
| 5 | 553 | |
| 3 | 504 | |
| 1 | 501 | |
| 2 | 497 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 30 |
| Missing (%) | 1.1% |
| Memory size | 20.7 KiB |
| Executive | |
|---|---|
| Manager | |
| Senior Manager | |
| AVP | |
| VP |
Length
| Max length | 14 |
|---|---|
| Median length | 9 |
| Mean length | 8.316153846 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Executive |
|---|---|
| 2nd row | Executive |
| 3rd row | Executive |
| 4th row | Manager |
| 5th row | Senior Manager |
Common Values
| Value | Count | Frequency (%) |
| Executive | 993 | |
| Manager | 920 | |
| Senior Manager | 391 | 14.9% |
| AVP | 179 | 6.8% |
| VP | 117 | 4.4% |
| (Missing) | 30 | 1.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| manager | 1311 | |
| executive | 993 | |
| senior | 391 | 13.1% |
| avp | 179 | 6.0% |
| vp | 117 | 3.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
JobSatisfaction
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.7 KiB |
| 3 | |
|---|---|
| 5 | |
| 4 | |
| 1 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 1 |
| 3rd row | 5 |
| 4th row | 3 |
| 5th row | 5 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 803 | |
| 5 | 520 | |
| 4 | 511 | |
| 1 | 451 | |
| 2 | 345 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 3 | 803 | |
| 5 | 520 | |
| 4 | 511 | |
| 1 | 451 | |
| 2 | 345 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
ESOPs
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.7 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1328 | |
| 0 | 1302 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 1328 | |
| 0 | 1302 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.222813688 |
| Minimum | 0 |
|---|---|
| Maximum | 20 |
| Zeros | 191 |
| Zeros (%) | 7.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 9 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.6636924 |
|---|---|
| Coefficient of variation (CV) | 0.8265114454 |
| Kurtosis | 1.18376494 |
| Mean | 3.222813688 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.119860297 |
| Sum | 8476 |
| Variance | 7.0952572 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 670 | |
| 2 | 557 | |
| 3 | 273 | |
| 4 | 245 | 9.3% |
| 0 | 191 | 7.3% |
| 5 | 170 | 6.5% |
| 7 | 131 | 5.0% |
| 8 | 129 | 4.9% |
| 6 | 121 | 4.6% |
| 9 | 90 | 3.4% |
| Other values (3) | 53 | 2.0% |
| Value | Count | Frequency (%) |
| 0 | 191 | 7.3% |
| 1 | 670 | |
| 2 | 557 | |
| 3 | 273 | |
| 4 | 245 | 9.3% |
| 5 | 170 | 6.5% |
| 6 | 121 | 4.6% |
| 7 | 131 | 5.0% |
| 8 | 129 | 4.9% |
| 9 | 90 | 3.4% |
| Value | Count | Frequency (%) |
| 20 | 2 | 0.1% |
| 18 | 1 | < 0.1% |
| 10 | 50 | 1.9% |
| 9 | 90 | 3.4% |
| 8 | 129 | |
| 7 | 131 | |
| 6 | 121 | |
| 5 | 170 | |
| 4 | 245 | |
| 3 | 273 |
OverTime
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.7 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1762 | |
| 1 | 868 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 1762 | |
| 1 | 868 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 94 |
| Missing (%) | 3.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.63682965 |
| Minimum | 16 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.7 KiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 18 |
| median | 19 |
| Q3 | 23 |
| 95-th percentile | 28 |
| Maximum | 31 |
| Range | 15 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.725519442 |
|---|---|
| Coefficient of variation (CV) | 0.1805277024 |
| Kurtosis | -0.2349315835 |
| Mean | 20.63682965 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.8306511734 |
| Sum | 52335 |
| Variance | 13.87949511 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18 | 368 | |
| 17 | 349 | |
| 19 | 348 | |
| 20 | 235 | |
| 16 | 207 | |
| 21 | 166 | |
| 23 | 150 | |
| 22 | 139 | 5.3% |
| 24 | 124 | 4.7% |
| 25 | 109 | 4.1% |
| Other values (6) | 341 | |
| (Missing) | 94 | 3.6% |
| Value | Count | Frequency (%) |
| 16 | 207 | |
| 17 | 349 | |
| 18 | 368 | |
| 19 | 348 | |
| 20 | 235 | |
| 21 | 166 | |
| 22 | 139 | 5.3% |
| 23 | 150 | |
| 24 | 124 | 4.7% |
| 25 | 109 | 4.1% |
| Value | Count | Frequency (%) |
| 31 | 16 | 0.6% |
| 30 | 39 | 1.5% |
| 29 | 38 | 1.4% |
| 28 | 79 | |
| 27 | 85 | |
| 26 | 84 | |
| 25 | 109 | |
| 24 | 124 | |
| 23 | 150 | |
| 22 | 139 |
WorkExperience
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 41 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 122 |
| Missing (%) | 4.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.52551834 |
| Minimum | 0 |
|---|---|
| Maximum | 41 |
| Zeros | 15 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 10 |
| Q3 | 16 |
| 95-th percentile | 29 |
| Maximum | 41 |
| Range | 41 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 8.125348431 |
|---|---|
| Coefficient of variation (CV) | 0.7049876796 |
| Kurtosis | 0.9534174293 |
| Mean | 11.52551834 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.137623678 |
| Sum | 28906 |
| Variance | 66.02128713 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 253 | 9.6% |
| 11 | 185 | 7.0% |
| 9 | 183 | 7.0% |
| 7 | 175 | 6.7% |
| 6 | 169 | 6.4% |
| 5 | 137 | 5.2% |
| 8 | 132 | 5.0% |
| 2 | 126 | 4.8% |
| 1 | 112 | 4.3% |
| 4 | 101 | 3.8% |
| Other values (31) | 935 | |
| (Missing) | 122 | 4.6% |
| Value | Count | Frequency (%) |
| 0 | 15 | 0.6% |
| 1 | 112 | |
| 2 | 126 | |
| 3 | 60 | 2.3% |
| 4 | 101 | |
| 5 | 137 | |
| 6 | 169 | |
| 7 | 175 | |
| 8 | 132 | |
| 9 | 183 |
| Value | Count | Frequency (%) |
| 41 | 4 | 0.2% |
| 40 | 5 | 0.2% |
| 38 | 3 | 0.1% |
| 37 | 8 | 0.3% |
| 36 | 10 | |
| 35 | 9 | |
| 34 | 14 | |
| 33 | 13 | |
| 32 | 20 | |
| 31 | 11 |
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 57 |
| Missing (%) | 2.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.661095997 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 575 |
| Zeros (%) | 21.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 10 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 3.303497117 |
|---|---|
| Coefficient of variation (CV) | 1.241404715 |
| Kurtosis | 3.260244084 |
| Mean | 2.661095997 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.88606408 |
| Sum | 6847 |
| Variance | 10.9130932 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 783 | |
| 0 | 575 | |
| 2 | 434 | |
| 3 | 167 | 6.3% |
| 4 | 111 | 4.2% |
| 7 | 94 | 3.6% |
| 8 | 89 | 3.4% |
| 5 | 85 | 3.2% |
| 6 | 58 | 2.2% |
| 9 | 36 | 1.4% |
| Other values (7) | 141 | 5.4% |
| (Missing) | 57 | 2.2% |
| Value | Count | Frequency (%) |
| 0 | 575 | |
| 1 | 783 | |
| 2 | 434 | |
| 3 | 167 | 6.3% |
| 4 | 111 | 4.2% |
| 5 | 85 | 3.2% |
| 6 | 58 | 2.2% |
| 7 | 94 | 3.6% |
| 8 | 89 | 3.4% |
| 9 | 36 | 1.4% |
| Value | Count | Frequency (%) |
| 16 | 8 | 0.3% |
| 15 | 24 | 0.9% |
| 14 | 18 | 0.7% |
| 13 | 19 | 0.7% |
| 12 | 28 | 1.1% |
| 11 | 21 | 0.8% |
| 10 | 23 | 0.9% |
| 9 | 36 | 1.4% |
| 8 | 89 | |
| 7 | 94 |
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 134 |
| Missing (%) | 5.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.506810897 |
| Minimum | 0 |
|---|---|
| Maximum | 18 |
| Zeros | 264 |
| Zeros (%) | 10.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 3 |
| Q3 | 8 |
| 95-th percentile | 10.25 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.585423854 |
|---|---|
| Coefficient of variation (CV) | 0.7955567553 |
| Kurtosis | 0.2019970143 |
| Mean | 4.506810897 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.7999550479 |
| Sum | 11249 |
| Variance | 12.85526421 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 372 | |
| 2 | 356 | |
| 1 | 299 | |
| 8 | 283 | |
| 0 | 264 | |
| 7 | 217 | |
| 4 | 204 | |
| 9 | 154 | |
| 5 | 99 | 3.8% |
| 10 | 65 | 2.5% |
| Other values (9) | 183 | |
| (Missing) | 134 | 5.1% |
| Value | Count | Frequency (%) |
| 0 | 264 | |
| 1 | 299 | |
| 2 | 356 | |
| 3 | 372 | |
| 4 | 204 | |
| 5 | 99 | 3.8% |
| 6 | 58 | 2.2% |
| 7 | 217 | |
| 8 | 283 | |
| 9 | 154 |
| Value | Count | Frequency (%) |
| 18 | 5 | 0.2% |
| 17 | 10 | 0.4% |
| 16 | 4 | 0.2% |
| 15 | 11 | 0.4% |
| 14 | 13 | 0.5% |
| 13 | 21 | 0.8% |
| 12 | 29 | 1.1% |
| 11 | 32 | 1.2% |
| 10 | 65 | |
| 9 | 154 |
MaritalStatus
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.7 KiB |
| Single | |
|---|---|
| Married | |
| Divorsed | |
| M |
Length
| Max length | 8 |
|---|---|
| Median length | 7 |
| Mean length | 5.961977186 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Single |
|---|---|
| 2nd row | Single |
| 3rd row | M |
| 4th row | Married |
| 5th row | Married |
Common Values
| Value | Count | Frequency (%) |
| Single | 933 | |
| Married | 841 | |
| Divorsed | 477 | |
| M | 379 |
Length
Pie chart
| Value | Count | Frequency (%) |
| single | 933 | |
| married | 841 | |
| divorsed | 477 | |
| m | 379 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
MonthlyIncome
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 1707 |
|---|---|
| Distinct (%) | 65.7% |
| Missing | 33 |
| Missing (%) | 1.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21824.03889 |
| Minimum | 1000 |
|---|---|
| Maximum | 96000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.7 KiB |
Quantile statistics
| Minimum | 1000 |
|---|---|
| 5-th percentile | 17258 |
| Q1 | 18407 |
| median | 20332 |
| Q3 | 23587 |
| 95-th percentile | 33062.4 |
| Maximum | 96000 |
| Range | 95000 |
| Interquartile range (IQR) | 5180 |
Descriptive statistics
| Standard deviation | 5092.623158 |
|---|---|
| Coefficient of variation (CV) | 0.2333492523 |
| Kurtosis | 33.87942272 |
| Mean | 21824.03889 |
| Median Absolute Deviation (MAD) | 2131 |
| Skewness | 3.317546033 |
| Sum | 56677029 |
| Variance | 25934810.63 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17564 | 7 | 0.3% |
| 21346 | 7 | 0.3% |
| 25400 | 6 | 0.2% |
| 17293 | 6 | 0.2% |
| 18404 | 6 | 0.2% |
| 18342 | 6 | 0.2% |
| 18319 | 5 | 0.2% |
| 18408 | 5 | 0.2% |
| 18691 | 5 | 0.2% |
| 20828 | 5 | 0.2% |
| Other values (1697) | 2539 | |
| (Missing) | 33 | 1.3% |
| Value | Count | Frequency (%) |
| 1000 | 1 | |
| 2000 | 1 | |
| 16052 | 1 | |
| 16081 | 1 | |
| 16091 | 1 | |
| 16118 | 1 | |
| 16200 | 1 | |
| 16232 | 1 | |
| 16274 | 1 | |
| 16281 | 2 |
| Value | Count | Frequency (%) |
| 96000 | 1 | |
| 95000 | 1 | |
| 35943 | 1 | |
| 35926 | 1 | |
| 35847 | 1 | |
| 35845 | 2 | |
| 35833 | 2 | |
| 35740 | 1 | |
| 35717 | 1 | |
| 35658 | 2 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| EmployeeID | Age | TravelProfile | Department | HomeToWork | EducationField | Gender | HourlnWeek | Involvement | WorkLifeBalance | Designation | JobSatisfaction | ESOPs | NumCompaniesWorked | OverTime | SalaryHikelastYear | WorkExperience | LastPromotion | CurrentProfile | MaritalStatus | MonthlyIncome | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 6110001 | 18.0 | No | NaN | 9.0 | CA | Male | 80.0 | 3 | 2 | Executive | 3 | 1 | 1 | 0 | 17.0 | 0.0 | 0.0 | 0.0 | Single | 16904.0 |
| 1 | 6110002 | 20.0 | Rarely | Analytics | 28.0 | Statistics | Female | 59.0 | 1 | 3 | Executive | 1 | 1 | 2 | 1 | 18.0 | 2.0 | 1.0 | NaN | Single | 18994.0 |
| 2 | 6110003 | 50.0 | Rarely | Analytics | 19.0 | CA | Female | 76.0 | 3 | 3 | Executive | 5 | 0 | 5 | 1 | 22.0 | 18.0 | 3.0 | 3.0 | M | 18587.0 |
| 3 | 6110004 | 32.0 | Rarely | Sales | 23.0 | Statistics | Female | 73.0 | 5 | 2 | Manager | 3 | 0 | 4 | 1 | 17.0 | 5.0 | 3.0 | 3.0 | Married | 20559.0 |
| 4 | 6110005 | 39.0 | Rarely | Analytics | 7.0 | CA | Male | 42.0 | 4 | 1 | Senior Manager | 5 | 1 | 4 | 0 | 20.0 | 9.0 | 1.0 | 7.0 | Married | 24991.0 |
| 5 | 6110006 | 48.0 | Rarely | Analytics | 5.0 | Statistics | Male | 78.0 | 4 | 3 | Senior Manager | 3 | 0 | 7 | 0 | 19.0 | 27.0 | 4.0 | 8.0 | Single | 25999.0 |
| 6 | 6110007 | 35.0 | Yes | Marketing | 26.0 | MBA | F | 45.0 | 3 | 1 | Senior Manager | 5 | 0 | 10 | 1 | 21.0 | 12.0 | 1.0 | 3.0 | Married | 25950.0 |
| 7 | 6110008 | 33.0 | Rarely | Sales | 11.0 | Engineer | Female | 67.0 | 4 | 1 | Manager | 4 | 0 | 2 | 1 | 17.0 | NaN | 12.0 | 10.0 | Married | 21228.0 |
| 8 | 6110009 | 54.0 | Rarely | Analytics | 10.0 | Statistics | Female | 67.0 | 3 | 3 | Manager | 3 | 0 | 3 | 0 | 16.0 | 9.0 | 2.0 | 3.0 | M | 17897.0 |
| 9 | 6110010 | 45.0 | No | Sales | 7.0 | CA | F | 57.0 | 4 | 5 | Senior Manager | 1 | 0 | 6 | 0 | 17.0 | 23.0 | 12.0 | 8.0 | Single | 23865.0 |
Last rows
| EmployeeID | Age | TravelProfile | Department | HomeToWork | EducationField | Gender | HourlnWeek | Involvement | WorkLifeBalance | Designation | JobSatisfaction | ESOPs | NumCompaniesWorked | OverTime | SalaryHikelastYear | WorkExperience | LastPromotion | CurrentProfile | MaritalStatus | MonthlyIncome | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2620 | 6112621 | 26.0 | Rarely | Analytics | 6.0 | CA | Male | 63.0 | 3 | 5 | Executive | 5 | 1 | 6 | 0 | 19.0 | 7.0 | 1.0 | 3.0 | Divorsed | 20031.0 |
| 2621 | 6112622 | 40.0 | Yes | Analytics | 7.0 | CA | Female | 53.0 | 3 | 2 | Manager | 3 | 1 | 1 | 0 | 19.0 | NaN | 4.0 | 9.0 | Single | 21042.0 |
| 2622 | 6112623 | 45.0 | Rarely | Analytics | 6.0 | Statistics | Male | 61.0 | 3 | 3 | Executive | 5 | 1 | 5 | 0 | 18.0 | 11.0 | 2.0 | 3.0 | Divorsed | 18362.0 |
| 2623 | 6112624 | 33.0 | Rarely | Sales | 7.0 | CA | Male | 34.0 | 5 | 4 | Senior Manager | 2 | 0 | 2 | 0 | 17.0 | 15.0 | 10.0 | 9.0 | Divorsed | 26400.0 |
| 2624 | 6112625 | 33.0 | Rarely | Analytics | 1.0 | CA | F | 65.0 | 1 | 4 | AVP | 3 | 0 | 4 | 0 | 24.0 | 10.0 | 0.0 | 5.0 | Married | 31184.0 |
| 2625 | 6112626 | 46.0 | Rarely | Sales | 12.0 | Marketing Diploma | Male | 76.0 | 3 | 5 | Senior Manager | 5 | 1 | 5 | 1 | 18.0 | 10.0 | 1.0 | 3.0 | Married | 26761.0 |
| 2626 | 6112627 | 29.0 | Rarely | Analytics | 22.0 | CA | Male | 80.0 | 4 | 4 | Executive | 5 | 0 | 2 | 0 | 18.0 | 7.0 | 4.0 | 4.0 | Divorsed | 19196.0 |
| 2627 | 6112628 | 44.0 | Rarely | Analytics | 8.0 | CA | F | 42.0 | 4 | 1 | Senior Manager | 1 | 1 | 3 | 0 | 19.0 | 24.0 | 5.0 | 17.0 | Married | 25248.0 |
| 2628 | 6112629 | NaN | Rarely | Analytics | 11.0 | Statistics | Female | NaN | 4 | 3 | Executive | 4 | 0 | 2 | 0 | 18.0 | 2.0 | 1.0 | 1.0 | Single | 17261.0 |
| 2629 | 6112630 | 50.0 | Yes | Analytics | 1.0 | Statistics | F | 73.0 | 3 | 4 | VP | 4 | 1 | 3 | 1 | 24.0 | 28.0 | 0.0 | 7.0 | Married | 33172.0 |